Agen.co Discover vs Dream AI Cyber Factory: Side-by-Side Comparison (2026)

Agen.co Discover: Discovers & inventories all AI agents across IdP, cloud, and endpoints. built by Agen.co. Core capabilities include Continuous AI agent discovery across IdP, cloud, endpoints, and registries, Shadow AI detection, including unapproved and undeclared agents, Agentless, API-based scanning with no endpoint software required..

Dream AI Cyber Factory: National-scale AI cybersecurity platform for infrastructure protection. built by Dream Security. Core capabilities include Autonomous continuous monitoring and real-time response to cyber threats, Network scanning and asset mapping via Discovery App, Cyber Language Model (CLM) for asset classification by role, exposure, and impact..

Both serve the Agentic AI Security market but differ in approach, feature depth, and target audience.

Agen.co Discover differentiates with Continuous AI agent discovery across IdP, cloud, endpoints, and registries, Shadow AI detection, including unapproved and undeclared agents, Agentless, API-based scanning with no endpoint software required. Dream AI Cyber Factory differentiates with Autonomous continuous monitoring and real-time response to cyber threats, Network scanning and asset mapping via Discovery App, Cyber Language Model (CLM) for asset classification by role, exposure, and impact.

Agen.co Discover is developed by Agen.co. Dream AI Cyber Factory is developed by Dream Security. The vendor behind a product decides its roadmap, support, and longevity, so check each company's profile before you commit.

Agen.co Discover integrates with Microsoft Entra ID, Okta, Google Workspace, Microsoft Defender for Endpoint, AWS. Dream AI Cyber Factory integrates with NVIDIA NIM, NVIDIA NeMo, NVIDIA Enterprise AI Factory, LLaMA 3.3, LLaMA 4 and 1 more. Check integration compatibility with your existing security stack before deciding.

Agen.co Discover and Dream AI Cyber Factory serve similar Agentic AI Security use cases. Review the feature comparison above to determine which fits your requirements.